

import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Value
from .base import TaskTemplate



@dataclass(frozen=a_							)
class        A__(a_							):
						"""simple docstring"""






						_A    :				str       					=			field(default='''text-classification''',  metadata={'''include_in_asdict_even_if_is_default''': True}							)
						_A    :				ClassVar[Features]       					=			Features({'''text''': Value('''string'''							)}							)
						_A    :				ClassVar[Features]       					=			Features({'''labels''': ClassLabel}							)
						_A    :				str       					=			"text"
						_A    :				str       					=			"labels"





						def 			UpperCamelCase__					(    self  ,      _lowercase    )     -> Optional[int]:
									if self.label_column not in features:
												raise ValueError(F'''Column {self.label_column} is not present in features.'''    )
									if not isinstance(features[self.label_column]  ,      _lowercase    ):
												raise ValueError(F'''Column {self.label_column} is not a ClassLabel.'''    )
									a_						:						Union[str, Any] 							= copy.deepcopy(self    )
									a_						:						int 							= self.label_schema.copy()
									a_						:						str 							= features[self.label_column]
									a_						:						int 							= label_schema
									return task_template





						@property
						def 			UpperCamelCase__					(    self    )     -> Dict[str, str]:
									return {
									    self.text_column: "text",
									    self.label_column: "labels",
									}





import math


def 					_UpperCAmelCase				(						a__ = 1_0_0):

			'''simple docstring'''



			a_						:						List[str] 							= sum(i * i for i in range(1  ,	n + 1))
			a_						:						Optional[Any] 							= int(math.pow(sum(range(1  ,	n + 1))  ,	2))
			return square_of_sum - sum_of_squares


if __name__ == "__main__":
	print(F"""{solution() = }""")


